https://github.com/BIDData/BIDMach

CPU and GPU-accelerated Machine Learning Library
https://github.com/BIDData/BIDMach

Last synced: about 1 month ago
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CPU and GPU-accelerated Machine Learning Library

• Host: GitHub
• URL: https://github.com/BIDData/BIDMach
• Owner: BIDData
• License: bsd-3-clause
• Created: 2012-10-22T03:17:08.000Z (over 11 years ago)
• Default Branch: master
• Last Pushed: 2022-10-04T23:35:03.000Z (over 1 year ago)
• Last Synced: 2024-04-27T13:07:31.194Z (about 1 month ago)
• Language: Scala
• Size: 38.8 MB
• Stars: 913
• Watchers: 88
• Forks: 172
• Open Issues: 67
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Lists

• awesome-scala - **BIDMach** - accelerated Machine Learning Library |   (Table of Contents / Big Data)
• AI - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-machine-learning-cn - 官网
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• data-engineering-collection - BidMach - CPU and GPU-accelerated Machine Learning Library. (Machine Learning)
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-bigdata - BidMach - CPU and GPU-accelerated Machine Learning Library. (Machine Learning)
• awesome-bigdata - BidMach - CPU and GPU-accelerated Machine Learning Library. (Machine Learning)
• awesome-machine-learnings - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
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• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-bigdata - BidMach - CPU and GPU-accelerated Machine Learning Library. (Machine Learning)
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-bigdata - BidMach - CPU and GPU-accelerated Machine Learning Library. (Machine Learning)
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-scala - BIDMach ★ 745 ⧗ 0 - CPU and GPU machine learning library, using JNI for GPU computation. (Big Data)
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• A-curated-list-of-awesome-big-data-frameworks-ressources-and-other-awesomeness.- - BidMach - CPU and GPU-accelerated Machine Learning Library. (Machine Learning)
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-machine-master - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-machine-learning - BIDMach - CPU and GPU-accelerated Machine Learning Library. (Scala / General-Purpose Machine Learning)
• awesome-topic-models - BIDMach - CPU and GPU-accelerated machine learning library  (Libraries & Toolkits)
• awesome-bigdata - BidMach - CPU and GPU-accelerated Machine Learning Library. (Machine Learning)
• my-awesome-stars - BIDData/BIDMach - CPU and GPU-accelerated Machine Learning Library (Scala)

README

        


BIDMach is a very fast machine learning library. Check the latest benchmarks

The github distribution contains source code only. You also need a jdk 8, an installation of NVIDIA CUDA 8.0 (if you want to use a GPU) and CUDNN 5 if you plan to use deep networks. For building you need maven 3.X.

After doing git clone, cd to the BIDMach directory, and build and install the jars with mvn install. You can then run bidmach with `./bidmach`. More details on installing and running are available here.

The main project page is here.

Documentation is here in the wiki

New BIDMach has a discussion group on Google Groups.

BIDMach is a sister project of BIDMat, a matrix library, which is 

also on github

BIDData also has a project for deep reinforcement learning. BIDMach_RL contains state-of-the-art implementations of several reinforcement learning algorithms.